Science Score: 33.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 5 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
✓Committers with academic emails
1 of 6 committers (16.7%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.2%) to scientific vocabulary
Repository
Interactive ROC plots with ggplot + d3.js.
Basic Info
- Host: GitHub
- Owner: sachsmc
- License: other
- Language: HTML
- Default Branch: master
- Homepage: http://sachsmc.github.io/plotROC
- Size: 22 MB
Statistics
- Stars: 88
- Watchers: 4
- Forks: 16
- Open Issues: 3
- Releases: 2
Metadata Files
README.md
Generate interactive ROC plots from R using ggplot
Most ROC curve plots obscure the cutoff values and inhibit interpretation and comparison of multiple curves. This attempts to address those shortcomings by providing plotting and interactive tools. Functions are provided to generate an interactive ROC curve plot for web use, and print versions. An interactive Shiny application is also included.
Installation
This is the development version of the package. It can be installed from github with
r
remotes::install_github("sachsmc/plotROC")
Basic usage
See examples live here
Acknowledgements
This package would not be possible without the following:
Citation
Read the code snippet article at JSS!
Michael C. Sachs (2017). plotROC: A Tool for Plotting ROC Curves. Journal of Statistical Software, Code Snippets, 79(2), 1-19. doi:10.18637/jss.v079.c02
A BibTeX entry for LaTeX users is
@Article{sachs2017plotROC,
title = {{plotROC}: A Tool for Plotting ROC Curves},
author = {Michael C. Sachs},
journal = {Journal of Statistical Software, Code Snippets},
year = {2017},
volume = {79},
number = {2},
pages = {1--19},
doi = {10.18637/jss.v079.c02},
}
License
The MIT License (MIT)
Copyright (c) 2022 Michael C Sachs
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Owner
- Name: Michael Sachs
- Login: sachsmc
- Kind: user
- Location: Copenhagen, Denmark
- Company: University of Copenhagen
- Website: sachsmc.github.io
- Repositories: 91
- Profile: https://github.com/sachsmc
GitHub Events
Total
- Issues event: 1
- Watch event: 2
- Issue comment event: 1
- Push event: 6
- Pull request event: 2
- Fork event: 1
Last Year
- Issues event: 1
- Watch event: 2
- Issue comment event: 1
- Push event: 6
- Pull request event: 2
- Fork event: 1
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Michael Sachs | s****c@g****m | 89 |
| Robert Corty | r****y@g****m | 11 |
| Michael Sachs | m****c@k****l | 4 |
| Michał Jakubczak | m****k@a****m | 1 |
| Eric Polley | e****y@n****v | 1 |
| Michael Sachs | s****c | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 54
- Total pull requests: 33
- Average time to close issues: 2 months
- Average time to close pull requests: about 2 months
- Total issue authors: 24
- Total pull request authors: 6
- Average comments per issue: 1.07
- Average comments per pull request: 0.67
- Merged pull requests: 28
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 3
- Average time to close issues: 8 days
- Average time to close pull requests: 2 months
- Issue authors: 1
- Pull request authors: 2
- Average comments per issue: 0.0
- Average comments per pull request: 3.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- sachsmc (23)
- rcorty (8)
- cataclysmic (2)
- mbac (1)
- dmpe (1)
- jorgedelpozolerida (1)
- alexflaris (1)
- Pablo1990 (1)
- yuvaneshv (1)
- akhst7 (1)
- leonfrench (1)
- zh-zhang1984 (1)
- KZARCA (1)
- wbvguo (1)
- SimonStolz (1)
Pull Request Authors
- sachsmc (24)
- rcorty (4)
- pslacerda (3)
- simeonplatte (1)
- ecpolley (1)
- mjakubczak (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
-
Total downloads:
- cran 2,517 last-month
- Total docker downloads: 25,867
-
Total dependent packages: 8
(may contain duplicates) -
Total dependent repositories: 18
(may contain duplicates) - Total versions: 13
- Total maintainers: 1
cran.r-project.org: plotROC
Generate Useful ROC Curve Charts for Print and Interactive Use
- Homepage: https://sachsmc.github.io/plotROC/
- Documentation: http://cran.r-project.org/web/packages/plotROC/plotROC.pdf
- License: MIT + file LICENSE
-
Latest release: 2.3.3
published 11 months ago
Rankings
Maintainers (1)
conda-forge.org: r-plotroc
- Homepage: http://sachsmc.github.io/plotROC
- License: MIT
-
Latest release: 2.3.0
published about 4 years ago
Rankings
Dependencies
- R >= 3.0.0 depends
- ggplot2 * depends
- grid * imports
- gridSVG * imports
- methods * imports
- plyr * imports
- rlang * imports
- shiny * imports
- knitr * suggests
- rmarkdown * suggests
- stringr * suggests
- survivalROC * suggests
- testthat * suggests